Tabla de Contenidos: “…Event Data Analysis -- Document and Communicate Findings -- Summary -- Chapter 4 Incident Response and Recovery -- Support the Incident Lifecycle -- Think like a Responder -- Physical, Logical, and Administrative Surfaces -- Incident Response: Measures of Merit -- The Lifecycle of a Security Incident -- Preparation -- Detection, Analysis, and Escalation -- Containment -- Eradication -- Recovery -- Lessons Learned -- Implementation of New Countermeasures -- Third-Party Considerations -- Understand and Support Forensic Investigations -- Legal and Ethical Principles -- Logistics Support to Investigations -- Evidence Handling -- Evidence Collection -- Understand and Support Business Continuity Plan and Disaster Recovery Plan Activities -- Emergency Response Plans and Procedures -- Interim or Alternate Processing Strategies -- Restoration Planning -- Backup and Redundancy Implementation -- Data Recovery and Restoration -- Training and Awareness -- Testing and Drills -- CIANA+PS at Layer 8 and Above -- It Is a Dangerous World Out There -- People Power and Business Continuity -- Summary -- Chapter 5 Cryptography -- Understand Fundamental Concepts of Cryptography -- Building Blocks of Digital Cryptographic Systems -- Hashing -- Salting -- Symmetric Block and Stream Ciphers -- Stream Ciphers -- EU ECRYPT -- Asymmetric Encryption -- Elliptical Curve Cryptography -- Nonrepudiation -- Digital Certificates -- Encryption Algorithms -- Key Strength -- Cryptographic Attacks, Cryptanalysis, and Countermeasures -- Cryptologic Hygiene as Countermeasures -- Common Attack Patterns and Methods -- Secure Cryptoprocessors, Hardware Security Modules, and Trusted Platform Modules -- Understand the Reasons and Requirements for Cryptography -- Confidentiality -- Integrity and Authenticity -- Data Sensitivity -- Availability -- Nonrepudiation -- Authentication -- Privacy…”

Tabla de Contenidos: “…-- Understanding data-sharing challenges in a data mesh -- Latency -- Security and access control -- Data formats and protocols -- Exploring different methods available for sharing data -- In-place access -- Data pipelines -- Data APIs -- Data Share -- Picking the right data-sharing topologies -- In-place sharing -- Data pipelines -- Data APIs -- Data sharing -- Summary -- Part 3: Popular Data Product Architectures -- Chapter 14: Advanced Analytics Using Azure Machine Learning, Databricks, and the Lakehouse Architecture -- Requirements -- Architecture -- Components -- Source data -- Azure Data Factory -- Azure Data Lake Storage Gen2 -- Azure Databricks -- Azure Machine Learning -- Azure Kubernetes Service (AKS) -- Power BI -- Azure Data Share -- Data flow -- Scenarios -- Summary -- Chapter 15: Big Data Analytics Using Azure Synapse Analytics -- Requirements -- Architecture -- Components -- Source data -- Azure Synapse pipelines -- Azure Data Lake Storage Gen2 -- Azure Synapse -- Azure Cosmos DB -- Azure AI Search -- Power BI -- Azure Data Share -- Data flow -- Scenarios -- Summary -- Chapter 16: Event-Driven Analytics Using Azure Event Hubs, Azure Stream Analytics, and Azure Machine Learning -- Requirements -- Architecture -- Components -- Source data -- Azure Event Hubs -- Azure IoT Hub -- Azure Stream Analytics -- Azure Data Explorer -- Azure Machine Learning -- Azure Cosmos DB -- Power BI -- Data flow…”

Tabla de Contenidos: “…5.22.1 A Simple Master-Worker Setup -- 5.22.2 A Multithreaded Master-Worker Setup -- Exercises -- Chapter 6: GPU programming -- 6.1 GPU Programming -- 6.2 CUDA's programming model: threads, blocks, and grids -- 6.3 CUDA's execution model: streaming multiprocessors and warps -- 6.4 CUDA compilation process -- 6.5 Putting together a CUDA project -- 6.6 Memory hierarchy -- 6.6.1 Local Memory/Registers -- 6.6.2 Shared Memory -- 6.6.3 Constant Memory -- 6.6.4 Texture and Surface Memory -- 6.7 Optimization techniques -- 6.7.1 Block and Grid Design -- 6.7.2 Kernel Structure -- 6.7.3 Shared Memory Access -- 6.7.4 Global Memory Access -- 6.7.5 Page-Locked and Zero-Copy Memory -- 6.7.6 Unified Memory -- 6.7.7 Asynchronous Execution and Streams -- 6.7.7.1 Stream Synchronization: Events and Callbacks -- 6.8 Dynamic parallelism -- 6.9 Debugging CUDA programs -- 6.10 Profiling CUDA programs -- 6.11 CUDA and MPI -- 6.12 Case studies -- 6.12.1 Fractal Set Calculation -- 6.12.1.1 Version #1: One thread per pixel -- 6.12.1.2 Version #2: Pinned host and pitched device memory -- 6.12.1.3 Version #3: Multiple pixels per thread -- 6.12.1.4 Evaluation -- 6.12.2 Block Cipher Encryption -- 6.12.2.1 Version #1: The case of a standalone GPU machine -- 6.12.2.2 Version #2: Overlapping GPU communication and computation -- 6.12.2.3 Version #3: Using a cluster of GPU machines -- 6.12.2.4 Evaluation -- Exercises -- Chapter 7: The Thrust template library -- 7.1 Introduction -- 7.2 First steps in Thrust -- 7.3 Working with Thrust datatypes -- 7.4 Thrust algorithms -- 7.4.1 Transformations -- 7.4.2 Sorting and searching -- 7.4.3 Reductions -- 7.4.4 Scans/prefix sums -- 7.4.5 Data management and manipulation -- 7.5 Fancy iterators -- 7.6 Switching device back ends -- 7.7 Case studies -- 7.7.1 Monte carlo integration -- 7.7.2 DNA Sequence alignment -- Exercises…”

Tabla de Contenidos: “…L'era de les baixades2.3. L'era de l'streaming; 3. Productes audiovisuals a la xarxa; 3.1. …”

Tabla de Contenidos: “…3.5.1 Introduction3.5.2 Blade element theory; 3.5.3 The blade-element/momentum (BEM) theory; 3.5.4 Determination of rotor torque and power; 3.6 Breakdown of the momentum theory; 3.6.1 Free-stream/wake mixing; 3.6.2 Modification of rotor thrust caused by flow separation; 3.6.3 Empirical determination of thrust coefficient; 3.7 Blade geometry; 3.7.1 Introduction; 3.7.2 Optimal design for variable speed operation; 3.7.3 A simple blade design; 3.7.4 Effects of drag on optimal blade design; 3.7.5 Optimal blade design for constant speed operation; 3.8 The effects of a discrete number of blades…”

Tabla de Contenidos: “…-- Cache invalidation -- CPU pipeline -- Branch prediction -- The relevance of branch prediction for our code -- Profiling tools -- Valgrind -- Callgrind -- Cachegrind -- OProfile -- Summary -- Chapter 6: Benchmarking -- Selecting what to benchmark -- Benchmarking in nightly Rust -- Benchmarking in stable Rust -- Continuous integration for benchmarks -- Travis-CI integration -- Benchmark statistics with Criterion -- Summary -- Chapter 7: Built-in Macros and Configuration Items -- Understanding attributes -- Trait derivations -- Crate features -- Configuration attributes -- Macros -- Console printing -- String formatting -- Compilation environment -- Loading byte arrays and strings at compile time -- Code paths -- Checking preconditions and postconditions -- Others -- Nightly Rust -- Conservative trait return -- Constant functions -- Inline assembly and naked functions -- Using bigger integers -- Single instruction multiple data -- Allocation API -- Compiler plugins -- Summary -- Chapter 8: Must-Have Macro Crates -- Working with external data -- Data serialization and deserialization -- Serializing and deserializing complex structures -- Parsing byte streams -- Learning about useful small crates -- Creating lazily evaluated statics -- Avoiding boilerplate code for the builder pattern -- Managing errors -- Logging efficiently in Rust -- Creating command-line interfaces -- Using Rust for web development -- Creating extremely efficient templates -- Connecting with a database -- Creating a complete web server -- Summary -- Chapter 9: Creating Your Own Macros -- Creating your own standard macros -- Macro variants -- Complex macros -- Creating procedural macros -- Implementing a simple trait -- Implementing complex derivations…”

Tabla de Contenidos: “…-- Starting a project using TDD -- Logging and confirming the first message -- Adding timestamps -- Constructing log messages with streams -- Summary -- Chapter 10: The TDD Process in Depth -- Technical requirements -- Finding gaps in the testing -- Adding log levels -- Adding default tag values -- Exploring filtering options -- Adding new tag types -- Refactoring the tag design with TDD -- Designing tests to filter log messages -- Controlling what gets logged -- Enhancing filtering for relative matches -- When is testing too much? …”

Tabla de Contenidos: “…Diversifying revenue streams and tapping into new sources of capital -- References -- Notes -- 8. …”

Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Author -- About the Reviewers -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: Hadoop Architecture and Deployment -- Introduction -- Building and compiling Hadoop -- Installation methods -- Setting up host resolution -- Installing a single-node cluster - HDFS components -- Installing a single-node cluster - YARN components -- Installing a multi-node cluster -- Configuring the Hadoop Gateway node -- Decommissioning nodes -- Adding nodes to the cluster -- Chapter 2: Maintaining Hadoop Cluster HDFS -- Introduction -- Configuring HDFS block size -- Setting up Namenode metadata location -- Loading data in HDFS -- Configuring HDFS replication -- HDFS balancer -- Quota configuration -- HDFS health and FSCK -- Configuring rack awareness -- Recycle or trash bin configuration -- Distcp usage -- Control block report storm -- Configuring Datanode heartbeat -- Chapter 3: Maintaining Hadoop Cluster - YARN and MapReduce -- Introduction -- Running a simple MapReduce program -- Hadoop streaming -- Configuring YARN history server -- Job history web interface and metrics -- Configuring ResourceManager components -- YARN containers and resource allocations -- ResourceManager Web UI and JMX metrics -- Preserving ResourceManager states -- Chapter 4: High Availability -- Introduction -- Namenode HA using shared storage -- ZooKeeper configuration -- Namenode HA using Journal node -- Resourcemanager HA using ZooKeeper -- Rolling upgrade with HA -- Configure shared cache manager -- Configure HDFS cache -- HDFS snapshots -- Configuring storage based policies -- Configuring HA for Edge nodes -- Chapter 5: Schedulers -- Introduction -- Configuring users and groups -- Fair Scheduler configuration -- Fair Scheduler pools -- Configuring job queues -- Job queue ACLs -- Configuring Capacity Scheduler…”

Tabla de Contenidos: “…Transport-level multihoming; 5.8.1. SCTP (Stream Control Transmission Protocol); 5.8.2. CMT (Concurrent Multipath Transfer); 5.8.3. …”

Tabla de Contenidos: “…-- Computational Environments for Coupling Multiphase Flow, Transport, and Mechanics in Porous Media -- The Excitement in Parallel Computing -- Session I: Performance Optimization -- Improving Performance of Digest Caches in Network Processors -- Optimization of BLAS on the Cell Processor -- Fine Tuning Matrix Multiplications on Multicore -- The Design and Architecture of MAQAOAdvisor: A Live Tuning Guide -- A Load Balancing Framework for Clustered Storage Systems -- Construction and Evaluation of Coordinated Performance Skeletons -- Session II: Parallel Algorithms and Applications -- Data Sharing Analysis of Emerging Parallel Media Mining Workloads -- Efficient PDM Sorting Algorithms -- Accelerating Cone Beam Reconstruction Using the CUDA-Enabled GPU -- Improving the Performance of Tensor Matrix Vector Multiplication in Cumulative Reaction Probability Based Quantum Chemistry Codes -- Experimental Evaluation of Molecular Dynamics Simulations on Multi-core Systems -- Parsing XML Using Parallel Traversal of Streaming Trees -- Session III: Scheduling and Resource Management -- Performance Analysis of Multiple Site Resource Provisioning: Effects of the Precision of Availability Information -- An Open Computing Resource Management Framework for Real-Time Computing -- A Load Aware Channel Assignment and Link Scheduling Algorithm for Multi-channel Multi-radio Wireless Mesh Networks -- Multi-round Real-Time Divisible Load Scheduling for Clusters -- Energy-Efficient Dynamic Scheduling on Parallel Machines -- A Service-Oriented Priority-Based Resource Scheduling Scheme for Virtualized Utility Computing -- Session IV: Sensor Networks -- Scalable Processing of Spatial Alarms -- Coverage Based Expanding Ring Search for Dense Wireless Sensor Networks -- An Energy-Balanced Task Scheduling Heuristic for Heterogeneous Wireless Sensor Networks -- Energy Efficient Distributed Algorithms for Sensor Target Coverage Based on Properties of an Optimal Schedule -- In-Network Data Estimation for Sensor-Driven Scientific Applications -- Localization in Ad Hoc and Sensor Wireless Networks with Bounded Errors -- Session V: Energy-Aware Computing -- Optimization of Fast Fourier Transforms on the Blue Gene/L Supercomputer -- ScELA: Scalable and Extensible Launching Architecture for Clusters -- Parallel Information Theory Based Construction of Gene Regulatory Networks -- Communication Analysis of Parallel 3D FFT for Flat Cartesian Meshes on Large Blue Gene Systems -- Scalable Multi-cores with Improved Per-core Performance Using Off-the-critical Path Reconfigurable Hardware -- Session VI: Distributed Algorithms -- TrustCode: P2P Reputation-Based Trust Management Using Network Coding -- Design, Analysis, and Performance Evaluation of an Efficient Resource Unaware Scheduling Strategy for Processing Divisible Loads on Distributed Linear Daisy Chain Networks -- A Novel Learning Based Solution for Efficient Data Transport in Heterogeneous Wireless Networks -- Scalable Data Collection in Sensor Networks -- Task Scheduling on Heterogeneous Devices in Parallel Pervasive Systems (P 2 S) -- A Performance Guaranteed Distributed Multicast Algorithm for Long-Lived Directional Communications in WANETs -- Session VII: Communication Networks -- Maintaining Quality of Service with Dynamic Fault Tolerance in Fat-Trees -- Designing a High-Performance Clustered NAS: A Case Study with pNFS over RDMA on InfiniBand -- Sockets Direct Protocol for Hybrid Network Stacks: A Case Study with iWARP over 10G Ethernet -- Making a Case for Proactive Flow Control in Optical Circuit-Switched Networks -- FBICM: Efficient Congestion Management for High-Performance Networks Using Distributed Deterministic Routing -- Achieving 10Gbps Network Processing: Are We There Yet? …”

Tabla de Contenidos: “…-- Force fields in fluid dynamics -- Introduction -- The equation of motion and the coordinate systems -- Equivalence of the kinematic and dynamic methods -- Conservative and non-conservative force fields -- Force fields and energy -- Work done by force fields -- Choice of reference system -- Work done by non-conservative force fields -- Pressure as a conservative force in momentum balances -- Pressure interpreted as potential energy -- Definition of (non-)conservative forces as used in this book -- Evaluation -- Force fields and vorticity -- Introduction -- The role of Helmholtz's conservation laws -- Generation of actuator disc vorticity -- Convection of actuator disc vorticity -- Convection of rotor vorticity -- Evaluation -- The disc as representation of a rotor -- Introduction -- Loads and power of a Joukowsky disc and rotor -- The actuator disc equation -- The rotor blade -- Power and thrust coefficients for Joukowsky discs / rotors -- The transition from a B-bladed rotor to the Joukowsky disc -- Comparison of the flow fields of a disc and rotor -- Evaluation -- Analysis of Froude's actuator disc flows -- Introduction -- One-dimensional momentum theory -- The momentum balance -- Momentum theory without conservative forces -- Momentum theory including conservative forces, applied to a stream annulus -- Numerical assessment of Froude's actuator disc performance -- The model and accuracy of computation…”

Tabla de Contenidos: “…2.4.3 Receiver Computation of UTC2.5 Example GPS Calculations with no Errors; 2.5.1 User Position Calculations; 2.5.2 User Velocity Calculations; Problems; 3 Signal Characteristics and Information Extraction; 3.1 Mathematical Signal Waveform Models; 3.2 GPS Signal Components, Purposes, and Properties; 3.2.1 50-bps (bits per second) Data Stream; 3.2.2 GPS Satellite Position Calculations; 3.2.3 C/A-Code and Its Properties; 3.2.4 P-Code and Its Properties; 3.2.5 L(1) and L(2) Carriers; 3.3 Signal Power Levels; 3.3.1 Transmitted Power Levels; 3.3.2 Free-Space Loss Factor…”

Tabla de Contenidos: “…; 5.3 Spatial and temporal redundancy in MPEG; 5.4 I and P coding; 5.5 Bidirectional coding; 5.6 Spatial compression; 5.7 A bidirectional coder; 5.8 Handling interlaced pictures; 5.9 An MPEG-2 coder; 5.10 The elementary stream; 5.11 An MPEG-2 decoder; 5.12 Coding artifacts…”

Tabla de Contenidos: “…2.3 Orthogonal Modulations2.3.1 Orthogonal Frequency Division Multiplexing; 2.3.2 Orthogonal Code Division Multiplexing; 2.3.3 Binary Stream Modulation; 2.3.4 Orthogonal Modulations with Memory; 2.4 Propagation in Wireless Channels; 2.4.1 Free Space Propagation; 2.4.2 Multipath Propagation; 2.4.3 Gaussian Modeling of Multipath Channels; 2.5 The Selectivity of Wireless Channels; 2.5.1 Frequency Selectivity; 2.5.2 Spatial Selectivity; 2.5.3 Time Selectivity; 2.5.4 Summary of Channel Characteristics; 2.6 Physical Models of Wireless Systems; 2.6.1 Time-Flat Frequency-Flat (TF/FF) Channels…”

Tabla de Contenidos: “…Application Models and Performance Issues; 3.1 Network Architectures and Application Scenarios; 3.2 Types of Traffic and QoS Requirements; 3.3 Real-Time Stream Sessions: Delay Guarantees; 3.3.1 CBR Speech; 3.3.2 VBR Speech; 3.3.3 Speech Playout; 3.3.4 QoS Objectives; 3.3.5 Network Service Models; 3.4 Elastic Transfers: Feedback Control; 3.4.1 Dynamic Control of Bandwidth Sharing; 3.4.2 Control Mechanisms: MAC andTCP; 3.4.3 TCP Performance over Wireless Links…”

Tabla de Contenidos: “…3.4.3 Data management3.4.4 Data mining services and OLAP; 3.4.5 Security; 3.5 Graphical user interface; 3.6 Future developments; 3.6.1 High-level data mining model; 3.6.2 Data mining query language; 3.6.3 Distributed mining of data streams; 3.7 Conclusions; 4 ADaM services: Scientific data mining in the service-oriented architecture paradigm; 4.1 Introduction; 4.2 ADaM system overview; 4.3 ADaM toolkit overview; 4.4 Mining in a service-oriented architecture; 4.5 Mining web services; 4.5.1 Implementation architecture; 4.5.2 Workflow example; 4.5.3 Implementation issues…”

Tabla de Contenidos: “…; 7.2 User Datagram Protocol (UDP); 7.3 Transmission Control Protocol (TCP); 7.4 Stream Control Transmission Protocol (SCTP); 7.5 The Real-Time Transport Protocol (RTP); 7.6 Further Reading; Chapter 8. …”

Tabla de Contenidos: “…; 5.4 Conclusions; CHAPTER 6 Transport Protocols; 6.1 UDP; 6.1.1 Best-effort Datagram Delivery; 6.1.2 The UDP Header; 6.2 TCP; 6.2.1 Reliable Stream Transport; 6.2.2 The TCP Header; 6.2.3 TCP Options; 6.2.4 Round-trip Time Estimation; 6.2.5 Flow Control; 6.2.6 Congestion Control; 6.2.7 TCP States; 6.3 UDP for Smart Objects; 6.4 TCP for Smart Objects; 6.5 Conclusions…”

Tabla de Contenidos: “…Why You Should Use Generics -- Using Generic Methods -- Creating Generic Classes -- Combining Generics and Arrays -- Working with Tuples -- Q&A -- Workshop -- HOUR 12 Understanding Query Expressions -- Introducing LINQ -- Standard Query Operator Methods -- Lambdas -- Deferred Execution -- Q&A -- Workshop -- Part III: Working with Data -- HOUR 13 Using Files and Streams -- Files and Directories -- Reading and Writing Data -- Q&A -- Workshop -- HOUR 14 Working with XML -- Understanding the XML DOM -- Using LINQ to XML -- Selecting and Querying XML -- Modifying XML -- Q&A -- Workshop -- HOUR 15 Working with Databases -- Understanding ADO.NET -- Understanding LINQ to ADO.NET -- Q&A -- Workshop -- Part IV: Building an Application Using Visual Studio -- HOUR 16 Debugging in Visual Studio -- Commenting Your Code -- Compiler and Runtime Errors -- Debugging in Visual Studio -- Visualizing Data -- Q&A -- Workshop -- HOUR 17 Building a Windows Application -- Understanding WPF -- Creating a WPF Application -- Styling the Layout -- Q&A -- Workshop -- HOUR 18 Using Data Binding and Validation -- Understanding Data Binding -- Converting Data -- Binding to Collections -- Working with Data Templates -- Validating Data -- Q&A -- Workshop -- HOUR 19 Building a Web Application -- Understanding Web Application Architecture -- Working with ASP.NET -- Creating a Web Application -- Understanding Data Validation -- Q&A -- Workshop -- Part V: Diving Deeper -- HOUR 20 Programming with Attributes -- Understanding Attributes -- Working with the Common Attributes -- Using Custom Attributes -- Accessing Attributes at Runtime -- Q&A -- Workshop -- HOUR 21 Dynamic Types and Language Interoperability -- Using Dynamic Types -- Understanding the DLR -- Interoperating with COM -- Reflection Interoperability -- Q&A -- Workshop -- HOUR 22 Memory Organization and Garbage Collection…”